Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 223 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 54.0 KiB |
| Average record size in memory | 248.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 10 |
| DateTime | 6 |
| Categorical | 10 |
| Unsupported | 2 |
Buy Day is highly overall correlated with Sell Day | High correlation |
Buy Day of Week is highly overall correlated with Sell Day of Week | High correlation |
Buy Month is highly overall correlated with Sell Month | High correlation |
Buy Year is highly overall correlated with Sell Month and 1 other fields | High correlation |
Buy price is highly overall correlated with Buy value and 4 other fields | High correlation |
Buy value is highly overall correlated with Buy price and 3 other fields | High correlation |
Industry is highly overall correlated with Buy price and 3 other fields | High correlation |
Quantity is highly overall correlated with Buy value and 1 other fields | High correlation |
Realised P&L is highly overall correlated with Remark | High correlation |
Remark is highly overall correlated with Realised P&L | High correlation |
Sector is highly overall correlated with Industry and 1 other fields | High correlation |
Sell Day is highly overall correlated with Buy Day | High correlation |
Sell Day of Week is highly overall correlated with Buy Day of Week | High correlation |
Sell Month is highly overall correlated with Buy Month and 2 other fields | High correlation |
Sell Year is highly overall correlated with Buy Year and 2 other fields | High correlation |
Sell price is highly overall correlated with Buy price and 4 other fields | High correlation |
Sell value is highly overall correlated with Buy price and 3 other fields | High correlation |
Symbol is highly overall correlated with Buy price and 4 other fields | High correlation |
Buy Time is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Sell Time is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2025-11-11 10:32:51.916467 |
|---|---|
| Analysis finished | 2025-11-11 10:33:21.239306 |
| Duration | 29.32 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Stock name
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 23.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 23 |
| Mean length | 20.784753 |
| Min length | 8 |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 9.9% |
Sample
| 1st row | ONE 97 COMMUNICATIONS LTD |
|---|---|
| 2nd row | INDIAN OIL CORP LTD |
| 3rd row | COAL INDIA LTD |
| 4th row | ETERNAL LIMITED |
| 5th row | COAL INDIA LTD |
| Value | Count | Frequency (%) |
| ltd | 118 | 15.7% |
| limited | 68 | 9.0% |
| bank | 55 | 7.3% |
| indusind | 35 | 4.6% |
| industries | 31 | 4.1% |
| india | 26 | 3.5% |
| corp | 22 | 2.9% |
| reliance | 21 | 2.8% |
| coal | 20 | 2.7% |
| oil | 12 | 1.6% |
| Other values (98) | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| 551 | ||
| I | 532 | |
| N | 394 | 8.5% |
| D | 390 | 8.4% |
| T | 350 | 7.6% |
| A | 349 | 7.5% |
| L | 340 | 7.3% |
| E | 265 | 5.7% |
| R | 208 | 4.5% |
| S | 188 | 4.1% |
| Other values (24) | 1068 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4635 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 551 | ||
| I | 532 | |
| N | 394 | 8.5% |
| D | 390 | 8.4% |
| T | 350 | 7.6% |
| A | 349 | 7.5% |
| L | 340 | 7.3% |
| E | 265 | 5.7% |
| R | 208 | 4.5% |
| S | 188 | 4.1% |
| Other values (24) | 1068 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4635 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 551 | ||
| I | 532 | |
| N | 394 | 8.5% |
| D | 390 | 8.4% |
| T | 350 | 7.6% |
| A | 349 | 7.5% |
| L | 340 | 7.3% |
| E | 265 | 5.7% |
| R | 208 | 4.5% |
| S | 188 | 4.1% |
| Other values (24) | 1068 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4635 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 551 | ||
| I | 532 | |
| N | 394 | 8.5% |
| D | 390 | 8.4% |
| T | 350 | 7.6% |
| A | 349 | 7.5% |
| L | 340 | 7.3% |
| E | 265 | 5.7% |
| R | 208 | 4.5% |
| S | 188 | 4.1% |
| Other values (24) | 1068 |
ISIN
Text
| Distinct | 53 |
|---|---|
| Distinct (%) | 23.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 9.9% |
Sample
| 1st row | INE982J01020 |
|---|---|
| 2nd row | INE242A01010 |
| 3rd row | INE522F01014 |
| 4th row | INE758T01015 |
| 5th row | INE522F01014 |
| Value | Count | Frequency (%) |
| ine095a01012 | 35 | 15.7% |
| ine002a01018 | 21 | 9.4% |
| ine522f01014 | 20 | 9.0% |
| ine038a01020 | 10 | 4.5% |
| ine040a01034 | 9 | 4.0% |
| ine775a01035 | 9 | 4.0% |
| ine463a01038 | 8 | 3.6% |
| ine982j01020 | 8 | 3.6% |
| ine213a01029 | 7 | 3.1% |
| ine160a01022 | 7 | 3.1% |
| Other values (43) | 89 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 627 | |
| 1 | 391 | |
| E | 234 | 8.7% |
| N | 225 | 8.4% |
| I | 225 | 8.4% |
| 2 | 221 | 8.3% |
| A | 149 | 5.6% |
| 3 | 107 | 4.0% |
| 5 | 93 | 3.5% |
| 9 | 82 | 3.1% |
| Other values (18) | 322 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2676 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 627 | |
| 1 | 391 | |
| E | 234 | 8.7% |
| N | 225 | 8.4% |
| I | 225 | 8.4% |
| 2 | 221 | 8.3% |
| A | 149 | 5.6% |
| 3 | 107 | 4.0% |
| 5 | 93 | 3.5% |
| 9 | 82 | 3.1% |
| Other values (18) | 322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2676 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 627 | |
| 1 | 391 | |
| E | 234 | 8.7% |
| N | 225 | 8.4% |
| I | 225 | 8.4% |
| 2 | 221 | 8.3% |
| A | 149 | 5.6% |
| 3 | 107 | 4.0% |
| 5 | 93 | 3.5% |
| 9 | 82 | 3.1% |
| Other values (18) | 322 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2676 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 627 | |
| 1 | 391 | |
| E | 234 | 8.7% |
| N | 225 | 8.4% |
| I | 225 | 8.4% |
| 2 | 221 | 8.3% |
| A | 149 | 5.6% |
| 3 | 107 | 4.0% |
| 5 | 93 | 3.5% |
| 9 | 82 | 3.1% |
| Other values (18) | 322 |
Quantity
Real number (ℝ)
High correlation
| Distinct | 25 |
|---|---|
| Distinct (%) | 11.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.852018 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 9 |
| Q3 | 10 |
| 95-th percentile | 37.2 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 13.967484 |
|---|---|
| Coefficient of variation (CV) | 1.2870864 |
| Kurtosis | 18.741523 |
| Mean | 10.852018 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.8727477 |
| Sum | 2420 |
| Variance | 195.09062 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 10 | 63 | |
| 5 | 35 | |
| 1 | 19 | 8.5% |
| 3 | 18 | 8.1% |
| 2 | 17 | 7.6% |
| 15 | 11 | 4.9% |
| 4 | 11 | 4.9% |
| 20 | 11 | 4.9% |
| 25 | 6 | 2.7% |
| 7 | 5 | 2.2% |
| Other values (15) | 27 |
| Value | Count | Frequency (%) |
| 1 | 19 | 8.5% |
| 2 | 17 | 7.6% |
| 3 | 18 | 8.1% |
| 4 | 11 | 4.9% |
| 5 | 35 | |
| 6 | 3 | 1.3% |
| 7 | 5 | 2.2% |
| 8 | 3 | 1.3% |
| 9 | 3 | 1.3% |
| 10 | 63 |
| Value | Count | Frequency (%) |
| 100 | 1 | 0.4% |
| 98 | 1 | 0.4% |
| 90 | 1 | 0.4% |
| 55 | 1 | 0.4% |
| 52 | 1 | 0.4% |
| 50 | 4 | |
| 40 | 2 | 0.9% |
| 38 | 1 | 0.4% |
| 30 | 2 | 0.9% |
| 25 | 6 |
Buy date
Date
| Distinct | 106 |
|---|---|
| Distinct (%) | 47.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2021-11-25 00:00:00 |
|---|---|
| Maximum | 2025-06-11 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Buy price
Real number (ℝ)
High correlation
| Distinct | 204 |
|---|---|
| Distinct (%) | 91.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 883.4883 |
| Minimum | 0 |
|---|---|
| Maximum | 5466 |
| Zeros | 2 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 46.205 |
| Q1 | 199.2 |
| median | 644.9 |
| Q3 | 1400.3 |
| 95-th percentile | 2949.22 |
| Maximum | 5466 |
| Range | 5466 |
| Interquartile range (IQR) | 1201.1 |
Descriptive statistics
| Standard deviation | 897.43688 |
|---|---|
| Coefficient of variation (CV) | 1.0157881 |
| Kurtosis | 3.0833722 |
| Mean | 883.4883 |
| Median Absolute Deviation (MAD) | 456.65 |
| Skewness | 1.6279947 |
| Sum | 197017.89 |
| Variance | 805392.95 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 206.61 | 4 | 1.8% |
| 2586.1 | 3 | 1.3% |
| 0 | 2 | 0.9% |
| 69.2 | 2 | 0.9% |
| 300 | 2 | 0.9% |
| 842.55 | 2 | 0.9% |
| 34.8 | 2 | 0.9% |
| 2983.55 | 2 | 0.9% |
| 103.45 | 2 | 0.9% |
| 972.48 | 2 | 0.9% |
| Other values (194) | 200 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 25.75 | 1 | |
| 34.8 | 2 | |
| 34.9 | 1 | |
| 35.73 | 1 | |
| 35.8 | 1 | |
| 36.13 | 1 | |
| 36.29 | 1 | |
| 42.66 | 1 | |
| 43.65 | 1 |
| Value | Count | Frequency (%) |
| 5466 | 1 | |
| 2984 | 1 | |
| 2983.55 | 2 | |
| 2976.85 | 1 | |
| 2968.07 | 1 | |
| 2963 | 1 | |
| 2961.9 | 1 | |
| 2953.35 | 1 | |
| 2952.65 | 1 | |
| 2951.65 | 1 |
Buy value
Real number (ℝ)
High correlation
| Distinct | 213 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6498.1119 |
| Minimum | 0 |
|---|---|
| Maximum | 32465 |
| Zeros | 2 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 204.639 |
| Q1 | 1448.01 |
| median | 4212.75 |
| Q3 | 9742.75 |
| 95-th percentile | 15747 |
| Maximum | 32465 |
| Range | 32465 |
| Interquartile range (IQR) | 8294.74 |
Descriptive statistics
| Standard deviation | 6816.556 |
|---|---|
| Coefficient of variation (CV) | 1.0490056 |
| Kurtosis | 2.9175898 |
| Mean | 6498.1119 |
| Median Absolute Deviation (MAD) | 3328.45 |
| Skewness | 1.6418129 |
| Sum | 1449079 |
| Variance | 46465435 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5172.2 | 2 | 0.9% |
| 4212.75 | 2 | 0.9% |
| 0 | 2 | 0.9% |
| 605 | 2 | 0.9% |
| 346 | 2 | 0.9% |
| 15000 | 2 | 0.9% |
| 139.2 | 2 | 0.9% |
| 22245 | 2 | 0.9% |
| 2013.5 | 2 | 0.9% |
| 5813.6 | 2 | 0.9% |
| Other values (203) | 203 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 72.45 | 1 | |
| 108.87 | 1 | |
| 139.2 | 2 | |
| 178.65 | 1 | |
| 183.5 | 1 | |
| 190.6 | 1 | |
| 195.5 | 1 | |
| 196.5 | 1 | |
| 204.42 | 1 |
| Value | Count | Frequency (%) |
| 32465 | 1 | |
| 29768.5 | 1 | |
| 29630 | 1 | |
| 29516.5 | 1 | |
| 29422 | 1 | |
| 29337.6 | 1 | |
| 29252.5 | 1 | |
| 29172.5 | 1 | |
| 22245 | 2 | |
| 21300 | 1 |
Sell date
Date
| Distinct | 100 |
|---|---|
| Distinct (%) | 44.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2021-11-25 00:00:00 |
|---|---|
| Maximum | 2025-09-17 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Sell price
Real number (ℝ)
High correlation
| Distinct | 189 |
|---|---|
| Distinct (%) | 84.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 885.82327 |
| Minimum | 27.64 |
|---|---|
| Maximum | 5085.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 27.64 |
|---|---|
| 5-th percentile | 75.12 |
| Q1 | 200.025 |
| median | 649.5 |
| Q3 | 1416 |
| 95-th percentile | 2933.427 |
| Maximum | 5085.25 |
| Range | 5057.61 |
| Interquartile range (IQR) | 1215.975 |
Descriptive statistics
| Standard deviation | 867.80596 |
|---|---|
| Coefficient of variation (CV) | 0.97966037 |
| Kurtosis | 2.5898262 |
| Mean | 885.82327 |
| Median Absolute Deviation (MAD) | 462.51 |
| Skewness | 1.5399956 |
| Sum | 197538.59 |
| Variance | 753087.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 86.85 | 4 | 1.8% |
| 215 | 4 | 1.8% |
| 167.3 | 4 | 1.8% |
| 192.4 | 3 | 1.3% |
| 239.3 | 3 | 1.3% |
| 1732.2 | 3 | 1.3% |
| 82.25 | 2 | 0.9% |
| 255.35 | 2 | 0.9% |
| 1036.45 | 2 | 0.9% |
| 34.15 | 2 | 0.9% |
| Other values (179) | 194 |
| Value | Count | Frequency (%) |
| 27.64 | 1 | |
| 34.15 | 2 | |
| 35.44 | 1 | |
| 35.95 | 2 | |
| 36.31 | 1 | |
| 41.15 | 2 | |
| 42.83 | 1 | |
| 72.6 | 1 | |
| 74.85 | 1 | |
| 77.55 | 1 |
| Value | Count | Frequency (%) |
| 5085.25 | 1 | |
| 3007.9 | 1 | |
| 2983.3 | 1 | |
| 2969.95 | 1 | |
| 2956.3 | 1 | |
| 2955.05 | 1 | |
| 2954.85 | 1 | |
| 2951.3 | 1 | |
| 2946.2 | 1 | |
| 2939.65 | 1 |
Sell value
Real number (ℝ)
High correlation
| Distinct | 212 |
|---|---|
| Distinct (%) | 95.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6635.1498 |
| Minimum | 72.6 |
|---|---|
| Maximum | 32439 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 72.6 |
|---|---|
| 5-th percentile | 295.582 |
| Q1 | 1434.75 |
| median | 4411.4 |
| Q3 | 9948.375 |
| 95-th percentile | 20987.35 |
| Maximum | 32439 |
| Range | 32366.4 |
| Interquartile range (IQR) | 8513.625 |
Descriptive statistics
| Standard deviation | 6900.0468 |
|---|---|
| Coefficient of variation (CV) | 1.0399233 |
| Kurtosis | 2.6308362 |
| Mean | 6635.1498 |
| Median Absolute Deviation (MAD) | 3498.35 |
| Skewness | 1.6007746 |
| Sum | 1479638.4 |
| Variance | 47610646 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 962 | 3 | 1.3% |
| 836.5 | 3 | 1.3% |
| 215 | 2 | 0.9% |
| 868.5 | 2 | 0.9% |
| 341.5 | 2 | 0.9% |
| 14160 | 2 | 0.9% |
| 411.25 | 2 | 0.9% |
| 6749.2 | 2 | 0.9% |
| 12472.5 | 2 | 0.9% |
| 5182.25 | 1 | 0.4% |
| Other values (202) | 202 |
| Value | Count | Frequency (%) |
| 72.6 | 1 | |
| 123.45 | 1 | |
| 141.76 | 1 | |
| 143.8 | 1 | |
| 163.45 | 1 | |
| 179.75 | 1 | |
| 183.9 | 1 | |
| 186.75 | 1 | |
| 191.45 | 1 | |
| 215 | 2 |
| Value | Count | Frequency (%) |
| 32439 | 1 | |
| 29833 | 1 | |
| 29699.5 | 1 | |
| 29396.5 | 1 | |
| 29371.3 | 1 | |
| 29274.5 | 1 | |
| 29140.5 | 1 | |
| 29125 | 1 | |
| 22125.75 | 1 | |
| 22022 | 1 |
Realised P&L
Real number (ℝ)
High correlation
| Distinct | 208 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.03785 |
| Minimum | -2329.4 |
|---|---|
| Maximum | 7202 |
| Zeros | 2 |
| Zeros (%) | 0.9% |
| Negative | 113 |
| Negative (%) | 50.7% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | -2329.4 |
|---|---|
| 5-th percentile | -296.2 |
| Q1 | -42.235 |
| median | -0.6 |
| Q3 | 51.15 |
| 95-th percentile | 1106.69 |
| Maximum | 7202 |
| Range | 9531.4 |
| Interquartile range (IQR) | 93.385 |
Descriptive statistics
| Standard deviation | 788.98855 |
|---|---|
| Coefficient of variation (CV) | 5.75745 |
| Kurtosis | 38.482362 |
| Mean | 137.03785 |
| Median Absolute Deviation (MAD) | 46.9 |
| Skewness | 5.2146127 |
| Sum | 30559.44 |
| Variance | 622502.93 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -33 | 3 | 1.3% |
| 18.5 | 2 | 0.9% |
| -20.5 | 2 | 0.9% |
| 0.25 | 2 | 0.9% |
| 2.25 | 2 | 0.9% |
| -3 | 2 | 0.9% |
| -6 | 2 | 0.9% |
| 0 | 2 | 0.9% |
| 21.6 | 2 | 0.9% |
| 6.5 | 2 | 0.9% |
| Other values (198) | 202 |
| Value | Count | Frequency (%) |
| -2329.4 | 1 | |
| -1163.85 | 1 | |
| -1026.75 | 1 | |
| -1017 | 1 | |
| -877 | 1 | |
| -456.25 | 1 | |
| -439 | 1 | |
| -380.75 | 1 | |
| -378.16 | 1 | |
| -337 | 1 |
| Value | Count | Frequency (%) |
| 7202 | 1 | |
| 5196.6 | 1 | |
| 3565 | 1 | |
| 2970 | 1 | |
| 2700 | 1 | |
| 2149.5 | 1 | |
| 1876 | 1 | |
| 1752.8 | 1 | |
| 1302.75 | 1 | |
| 1215 | 1 |
Remark
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Intraday trade | |
|---|---|
| Delivery Trade | |
| New shares credit from IPO | 8 |
| New shares credit from Bonus | 2 |
Length
| Max length | 28 |
|---|---|
| Median length | 14 |
| Mean length | 14.556054 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Intraday trade |
|---|---|
| 2nd row | Delivery Trade |
| 3rd row | Delivery Trade |
| 4th row | Intraday trade |
| 5th row | Delivery Trade |
Common Values
| Value | Count | Frequency (%) |
| Intraday trade | 143 | |
| Delivery Trade | 70 | |
| New shares credit from IPO | 8 | 3.6% |
| New shares credit from Bonus | 2 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| trade | 213 | |
| intraday | 143 | |
| delivery | 70 | 14.7% |
| new | 10 | 2.1% |
| shares | 10 | 2.1% |
| credit | 10 | 2.1% |
| from | 10 | 2.1% |
| ipo | 8 | 1.7% |
| bonus | 2 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 509 | |
| r | 456 | |
| e | 383 | |
| d | 366 | |
| t | 296 | |
| 253 | ||
| y | 213 | |
| I | 151 | 4.7% |
| n | 145 | 4.5% |
| i | 80 | 2.5% |
| Other values (16) | 394 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3246 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 509 | |
| r | 456 | |
| e | 383 | |
| d | 366 | |
| t | 296 | |
| 253 | ||
| y | 213 | |
| I | 151 | 4.7% |
| n | 145 | 4.5% |
| i | 80 | 2.5% |
| Other values (16) | 394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3246 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 509 | |
| r | 456 | |
| e | 383 | |
| d | 366 | |
| t | 296 | |
| 253 | ||
| y | 213 | |
| I | 151 | 4.7% |
| n | 145 | 4.5% |
| i | 80 | 2.5% |
| Other values (16) | 394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3246 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 509 | |
| r | 456 | |
| e | 383 | |
| d | 366 | |
| t | 296 | |
| 253 | ||
| y | 213 | |
| I | 151 | 4.7% |
| n | 145 | 4.5% |
| i | 80 | 2.5% |
| Other values (16) | 394 |
Buy Time
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
Sell Time
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
Symbol
Categorical
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Others | |
|---|---|
| INDUSINDBK | |
| RELIANCE | |
| COALINDIA | |
| HINDALCO | |
| Other values (11) |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 7.4977578 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PAYTM |
|---|---|
| 2nd row | IOC |
| 3rd row | COALINDIA |
| 4th row | Others |
| 5th row | COALINDIA |
Common Values
| Value | Count | Frequency (%) |
| Others | 63 | |
| INDUSINDBK | 35 | |
| RELIANCE | 21 | 9.4% |
| COALINDIA | 20 | 9.0% |
| HINDALCO | 10 | 4.5% |
| HDFCBANK | 9 | 4.0% |
| MOTHERSON | 9 | 4.0% |
| PAYTM | 8 | 3.6% |
| BERGEPAINT | 8 | 3.6% |
| BAJAJHIND | 7 | 3.1% |
| Other values (6) | 33 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| others | 63 | |
| indusindbk | 35 | |
| reliance | 21 | 9.4% |
| coalindia | 20 | 9.0% |
| hindalco | 10 | 4.5% |
| hdfcbank | 9 | 4.0% |
| motherson | 9 | 4.0% |
| paytm | 8 | 3.6% |
| bergepaint | 8 | 3.6% |
| bajajhind | 7 | 3.1% |
| Other values (6) | 33 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 175 | 10.5% |
| N | 172 | 10.3% |
| A | 130 | 7.8% |
| O | 123 | 7.4% |
| D | 120 | 7.2% |
| B | 72 | 4.3% |
| C | 72 | 4.3% |
| E | 71 | 4.2% |
| L | 69 | 4.1% |
| t | 63 | 3.8% |
| Other values (16) | 605 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1672 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 175 | 10.5% |
| N | 172 | 10.3% |
| A | 130 | 7.8% |
| O | 123 | 7.4% |
| D | 120 | 7.2% |
| B | 72 | 4.3% |
| C | 72 | 4.3% |
| E | 71 | 4.2% |
| L | 69 | 4.1% |
| t | 63 | 3.8% |
| Other values (16) | 605 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1672 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 175 | 10.5% |
| N | 172 | 10.3% |
| A | 130 | 7.8% |
| O | 123 | 7.4% |
| D | 120 | 7.2% |
| B | 72 | 4.3% |
| C | 72 | 4.3% |
| E | 71 | 4.2% |
| L | 69 | 4.1% |
| t | 63 | 3.8% |
| Other values (16) | 605 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1672 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 175 | 10.5% |
| N | 172 | 10.3% |
| A | 130 | 7.8% |
| O | 123 | 7.4% |
| D | 120 | 7.2% |
| B | 72 | 4.3% |
| C | 72 | 4.3% |
| E | 71 | 4.2% |
| L | 69 | 4.1% |
| t | 63 | 3.8% |
| Other values (16) | 605 |
Sector
Categorical
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Financial Services | |
|---|---|
| Energy | |
| Basic Materials | |
| Technology | |
| Consumer Defensive | |
| Other values (7) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 13.161435 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Technology |
|---|---|
| 2nd row | Energy |
| 3rd row | Energy |
| 4th row | Consumer Cyclical |
| 5th row | Energy |
Common Values
| Value | Count | Frequency (%) |
| Financial Services | 66 | |
| Energy | 55 | |
| Basic Materials | 29 | |
| Technology | 16 | 7.2% |
| Consumer Defensive | 12 | 5.4% |
| Consumer Cyclical | 11 | 4.9% |
| Utilities | 9 | 4.0% |
| Communication Services | 8 | 3.6% |
| Industrials | 7 | 3.1% |
| Healthcare | 5 | 2.2% |
| Other values (2) | 5 | 2.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| services | 74 | |
| financial | 66 | |
| energy | 55 | |
| basic | 29 | 8.3% |
| materials | 29 | 8.3% |
| consumer | 23 | 6.6% |
| technology | 16 | 4.6% |
| defensive | 12 | 3.4% |
| cyclical | 11 | 3.1% |
| utilities | 9 | 2.6% |
| Other values (6) | 26 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 337 | |
| e | 332 | |
| n | 261 | 8.9% |
| a | 257 | 8.8% |
| c | 220 | 7.5% |
| r | 197 | 6.7% |
| s | 195 | 6.6% |
| l | 155 | 5.3% |
| 127 | 4.3% | |
| v | 86 | 2.9% |
| Other values (22) | 768 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2935 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 337 | |
| e | 332 | |
| n | 261 | 8.9% |
| a | 257 | 8.8% |
| c | 220 | 7.5% |
| r | 197 | 6.7% |
| s | 195 | 6.6% |
| l | 155 | 5.3% |
| 127 | 4.3% | |
| v | 86 | 2.9% |
| Other values (22) | 768 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2935 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 337 | |
| e | 332 | |
| n | 261 | 8.9% |
| a | 257 | 8.8% |
| c | 220 | 7.5% |
| r | 197 | 6.7% |
| s | 195 | 6.6% |
| l | 155 | 5.3% |
| 127 | 4.3% | |
| v | 86 | 2.9% |
| Other values (22) | 768 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2935 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 337 | |
| e | 332 | |
| n | 261 | 8.9% |
| a | 257 | 8.8% |
| c | 220 | 7.5% |
| r | 197 | 6.7% |
| s | 195 | 6.6% |
| l | 155 | 5.3% |
| 127 | 4.3% | |
| v | 86 | 2.9% |
| Other values (22) | 768 |
Industry
Categorical
High correlation
| Distinct | 16 |
|---|---|
| Distinct (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Banks - Regional | |
|---|---|
| Others | |
| Oil & Gas Refining & Marketing | |
| Thermal Coal | |
| Aluminum | |
| Other values (11) |
Length
| Max length | 40 |
|---|---|
| Median length | 25 |
| Mean length | 15.910314 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Software - Infrastructure |
|---|---|
| 2nd row | Oil & Gas Refining & Marketing |
| 3rd row | Thermal Coal |
| 4th row | Others |
| 5th row | Thermal Coal |
Common Values
| Value | Count | Frequency (%) |
| Banks - Regional | 55 | |
| Others | 38 | |
| Oil & Gas Refining & Marketing | 28 | |
| Thermal Coal | 20 | 9.0% |
| Aluminum | 10 | 4.5% |
| Software - Infrastructure | 9 | 4.0% |
| Auto Parts | 9 | 4.0% |
| Steel | 8 | 3.6% |
| Specialty Chemicals | 8 | 3.6% |
| Oil & Gas Integrated | 7 | 3.1% |
| Other values (6) | 31 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 143 | ||
| banks | 55 | 9.2% |
| regional | 55 | 9.2% |
| others | 38 | 6.3% |
| oil | 35 | 5.8% |
| gas | 35 | 5.8% |
| refining | 28 | 4.7% |
| marketing | 28 | 4.7% |
| thermal | 20 | 3.3% |
| coal | 20 | 3.3% |
| Other values (21) | 144 |
Most occurring characters
| Value | Count | Frequency (%) |
| 378 | 10.7% | |
| e | 341 | 9.6% |
| a | 283 | 8.0% |
| i | 249 | 7.0% |
| n | 246 | 6.9% |
| s | 189 | 5.3% |
| r | 187 | 5.3% |
| l | 186 | 5.2% |
| t | 178 | 5.0% |
| g | 126 | 3.6% |
| Other values (28) | 1185 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3548 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 378 | 10.7% | |
| e | 341 | 9.6% |
| a | 283 | 8.0% |
| i | 249 | 7.0% |
| n | 246 | 6.9% |
| s | 189 | 5.3% |
| r | 187 | 5.3% |
| l | 186 | 5.2% |
| t | 178 | 5.0% |
| g | 126 | 3.6% |
| Other values (28) | 1185 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3548 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 378 | 10.7% | |
| e | 341 | 9.6% |
| a | 283 | 8.0% |
| i | 249 | 7.0% |
| n | 246 | 6.9% |
| s | 189 | 5.3% |
| r | 187 | 5.3% |
| l | 186 | 5.2% |
| t | 178 | 5.0% |
| g | 126 | 3.6% |
| Other values (28) | 1185 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3548 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 378 | 10.7% | |
| e | 341 | 9.6% |
| a | 283 | 8.0% |
| i | 249 | 7.0% |
| n | 246 | 6.9% |
| s | 189 | 5.3% |
| r | 187 | 5.3% |
| l | 186 | 5.2% |
| t | 178 | 5.0% |
| g | 126 | 3.6% |
| Other values (28) | 1185 |
Buy Year
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| 2024 | |
|---|---|
| 2022 | |
| 2023 | |
| 2025 | 6 |
| 2021 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2022 |
| 3rd row | 2022 |
| 4th row | 2022 |
| 5th row | 2022 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 105 | |
| 2022 | 71 | |
| 2023 | 40 | 17.9% |
| 2025 | 6 | 2.7% |
| 2021 | 1 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024 | 105 | |
| 2022 | 71 | |
| 2023 | 40 | 17.9% |
| 2025 | 6 | 2.7% |
| 2021 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 517 | |
| 0 | 223 | |
| 4 | 105 | 11.8% |
| 3 | 40 | 4.5% |
| 5 | 6 | 0.7% |
| 1 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 517 | |
| 0 | 223 | |
| 4 | 105 | 11.8% |
| 3 | 40 | 4.5% |
| 5 | 6 | 0.7% |
| 1 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 517 | |
| 0 | 223 | |
| 4 | 105 | 11.8% |
| 3 | 40 | 4.5% |
| 5 | 6 | 0.7% |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 517 | |
| 0 | 223 | |
| 4 | 105 | 11.8% |
| 3 | 40 | 4.5% |
| 5 | 6 | 0.7% |
| 1 | 1 | 0.1% |
Buy Month
Categorical
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Jun | |
|---|---|
| Jul | |
| Feb | |
| Nov | |
| Apr | |
| Other values (7) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nov |
|---|---|
| 2nd row | May |
| 3rd row | Jun |
| 4th row | Jun |
| 5th row | Jun |
Common Values
| Value | Count | Frequency (%) |
| Jun | 45 | |
| Jul | 32 | |
| Feb | 28 | |
| Nov | 26 | |
| Apr | 24 | |
| Oct | 19 | |
| Aug | 15 | 6.7% |
| Mar | 14 | 6.3% |
| Sep | 11 | 4.9% |
| Jan | 4 | 1.8% |
| Other values (2) | 5 | 2.2% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| jun | 45 | |
| jul | 32 | |
| feb | 28 | |
| nov | 26 | |
| apr | 24 | |
| oct | 19 | |
| aug | 15 | 6.7% |
| mar | 14 | 6.3% |
| sep | 11 | 4.9% |
| jan | 4 | 1.8% |
| Other values (2) | 5 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 92 | |
| J | 81 | 12.1% |
| n | 49 | 7.3% |
| e | 41 | 6.1% |
| A | 39 | 5.8% |
| r | 38 | 5.7% |
| p | 35 | 5.2% |
| l | 32 | 4.8% |
| F | 28 | 4.2% |
| b | 28 | 4.2% |
| Other values (12) | 206 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 92 | |
| J | 81 | 12.1% |
| n | 49 | 7.3% |
| e | 41 | 6.1% |
| A | 39 | 5.8% |
| r | 38 | 5.7% |
| p | 35 | 5.2% |
| l | 32 | 4.8% |
| F | 28 | 4.2% |
| b | 28 | 4.2% |
| Other values (12) | 206 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 92 | |
| J | 81 | 12.1% |
| n | 49 | 7.3% |
| e | 41 | 6.1% |
| A | 39 | 5.8% |
| r | 38 | 5.7% |
| p | 35 | 5.2% |
| l | 32 | 4.8% |
| F | 28 | 4.2% |
| b | 28 | 4.2% |
| Other values (12) | 206 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 92 | |
| J | 81 | 12.1% |
| n | 49 | 7.3% |
| e | 41 | 6.1% |
| A | 39 | 5.8% |
| r | 38 | 5.7% |
| p | 35 | 5.2% |
| l | 32 | 4.8% |
| F | 28 | 4.2% |
| b | 28 | 4.2% |
| Other values (12) | 206 |
Buy Day
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.29148 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 15 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.9286596 |
|---|---|
| Coefficient of variation (CV) | 0.58389768 |
| Kurtosis | -1.3221077 |
| Mean | 15.29148 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.055186789 |
| Sum | 3410 |
| Variance | 79.720963 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 20 | 17 | 7.6% |
| 22 | 14 | 6.3% |
| 11 | 13 | 5.8% |
| 26 | 13 | 5.8% |
| 23 | 12 | 5.4% |
| 14 | 11 | 4.9% |
| 3 | 11 | 4.9% |
| 21 | 10 | 4.5% |
| 27 | 10 | 4.5% |
| 6 | 9 | 4.0% |
| Other values (21) | 103 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 2 | 9 | |
| 3 | 11 | |
| 4 | 8 | |
| 5 | 9 | |
| 6 | 9 | |
| 7 | 6 | |
| 8 | 7 | |
| 9 | 8 | |
| 10 | 2 | 0.9% |
| Value | Count | Frequency (%) |
| 31 | 5 | 2.2% |
| 30 | 1 | 0.4% |
| 29 | 7 | |
| 28 | 1 | 0.4% |
| 27 | 10 | |
| 26 | 13 | |
| 25 | 3 | 1.3% |
| 24 | 5 | 2.2% |
| 23 | 12 | |
| 22 | 14 |
Buy Day of Week
Categorical
High correlation
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Tuesday | |
|---|---|
| Friday | |
| Thursday | |
| Wednesday | |
| Monday | |
| Other values (2) | 5 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.2376682 |
| Min length | 6 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Thursday |
|---|---|
| 2nd row | Monday |
| 3rd row | Thursday |
| 4th row | Friday |
| 5th row | Friday |
Common Values
| Value | Count | Frequency (%) |
| Tuesday | 57 | |
| Friday | 47 | |
| Thursday | 47 | |
| Wednesday | 39 | |
| Monday | 28 | |
| Saturday | 4 | 1.8% |
| Sunday | 1 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| tuesday | 57 | |
| friday | 47 | |
| thursday | 47 | |
| wednesday | 39 | |
| monday | 28 | |
| saturday | 4 | 1.8% |
| sunday | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 262 | |
| a | 227 | |
| y | 223 | |
| s | 143 | |
| e | 135 | |
| u | 109 | |
| T | 104 | 6.4% |
| r | 98 | 6.1% |
| n | 68 | 4.2% |
| F | 47 | 2.9% |
| Other values (7) | 198 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1614 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 262 | |
| a | 227 | |
| y | 223 | |
| s | 143 | |
| e | 135 | |
| u | 109 | |
| T | 104 | 6.4% |
| r | 98 | 6.1% |
| n | 68 | 4.2% |
| F | 47 | 2.9% |
| Other values (7) | 198 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1614 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 262 | |
| a | 227 | |
| y | 223 | |
| s | 143 | |
| e | 135 | |
| u | 109 | |
| T | 104 | 6.4% |
| r | 98 | 6.1% |
| n | 68 | 4.2% |
| F | 47 | 2.9% |
| Other values (7) | 198 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1614 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 262 | |
| a | 227 | |
| y | 223 | |
| s | 143 | |
| e | 135 | |
| u | 109 | |
| T | 104 | 6.4% |
| r | 98 | 6.1% |
| n | 68 | 4.2% |
| F | 47 | 2.9% |
| Other values (7) | 198 |
Sell Year
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| 2024 | |
|---|---|
| 2022 | |
| 2023 | |
| 2025 | |
| 2021 | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | 2021 |
|---|---|
| 2nd row | 2023 |
| 3rd row | 2022 |
| 4th row | 2022 |
| 5th row | 2022 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 100 | |
| 2022 | 58 | |
| 2023 | 53 | |
| 2025 | 11 | 4.9% |
| 2021 | 1 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024 | 100 | |
| 2022 | 58 | |
| 2023 | 53 | |
| 2025 | 11 | 4.9% |
| 2021 | 1 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 504 | |
| 0 | 223 | |
| 4 | 100 | 11.2% |
| 3 | 53 | 5.9% |
| 5 | 11 | 1.2% |
| 1 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 504 | |
| 0 | 223 | |
| 4 | 100 | 11.2% |
| 3 | 53 | 5.9% |
| 5 | 11 | 1.2% |
| 1 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 504 | |
| 0 | 223 | |
| 4 | 100 | 11.2% |
| 3 | 53 | 5.9% |
| 5 | 11 | 1.2% |
| 1 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 892 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 504 | |
| 0 | 223 | |
| 4 | 100 | 11.2% |
| 3 | 53 | 5.9% |
| 5 | 11 | 1.2% |
| 1 | 1 | 0.1% |
Sell Month
Categorical
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Jun | |
|---|---|
| Feb | |
| Aug | |
| Nov | |
| Apr | |
| Other values (7) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nov |
|---|---|
| 2nd row | May |
| 3rd row | Aug |
| 4th row | Jun |
| 5th row | Aug |
Common Values
| Value | Count | Frequency (%) |
| Jun | 36 | |
| Feb | 30 | |
| Aug | 26 | |
| Nov | 26 | |
| Apr | 24 | |
| Oct | 19 | |
| Jul | 17 | |
| May | 16 | |
| Sep | 13 | 5.8% |
| Mar | 9 | 4.0% |
| Other values (2) | 7 | 3.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| jun | 36 | |
| feb | 30 | |
| aug | 26 | |
| nov | 26 | |
| apr | 24 | |
| oct | 19 | |
| jul | 17 | |
| may | 16 | |
| sep | 13 | 5.8% |
| mar | 9 | 4.0% |
| Other values (2) | 7 | 3.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 79 | 11.8% |
| J | 56 | 8.4% |
| A | 50 | 7.5% |
| e | 47 | 7.0% |
| n | 39 | 5.8% |
| p | 37 | 5.5% |
| r | 33 | 4.9% |
| F | 30 | 4.5% |
| b | 30 | 4.5% |
| a | 28 | 4.2% |
| Other values (12) | 240 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 79 | 11.8% |
| J | 56 | 8.4% |
| A | 50 | 7.5% |
| e | 47 | 7.0% |
| n | 39 | 5.8% |
| p | 37 | 5.5% |
| r | 33 | 4.9% |
| F | 30 | 4.5% |
| b | 30 | 4.5% |
| a | 28 | 4.2% |
| Other values (12) | 240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 79 | 11.8% |
| J | 56 | 8.4% |
| A | 50 | 7.5% |
| e | 47 | 7.0% |
| n | 39 | 5.8% |
| p | 37 | 5.5% |
| r | 33 | 4.9% |
| F | 30 | 4.5% |
| b | 30 | 4.5% |
| a | 28 | 4.2% |
| Other values (12) | 240 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 669 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 79 | 11.8% |
| J | 56 | 8.4% |
| A | 50 | 7.5% |
| e | 47 | 7.0% |
| n | 39 | 5.8% |
| p | 37 | 5.5% |
| r | 33 | 4.9% |
| F | 30 | 4.5% |
| b | 30 | 4.5% |
| a | 28 | 4.2% |
| Other values (12) | 240 |
Sell Day
Real number (ℝ)
High correlation
| Distinct | 29 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.139013 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 8 |
| median | 18 |
| Q3 | 23 |
| 95-th percentile | 28.9 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.5299395 |
|---|---|
| Coefficient of variation (CV) | 0.52852918 |
| Kurtosis | -1.1945856 |
| Mean | 16.139013 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.14077275 |
| Sum | 3599 |
| Variance | 72.759867 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 18 | 21 | 9.4% |
| 20 | 17 | 7.6% |
| 26 | 15 | 6.7% |
| 22 | 14 | 6.3% |
| 8 | 14 | 6.3% |
| 27 | 11 | 4.9% |
| 3 | 10 | 4.5% |
| 9 | 9 | 4.0% |
| 11 | 9 | 4.0% |
| 6 | 9 | 4.0% |
| Other values (19) | 94 |
| Value | Count | Frequency (%) |
| 1 | 4 | 1.8% |
| 2 | 8 | |
| 3 | 10 | |
| 4 | 1 | 0.4% |
| 5 | 8 | |
| 6 | 9 | |
| 7 | 5 | 2.2% |
| 8 | 14 | |
| 9 | 9 | |
| 10 | 5 | 2.2% |
| Value | Count | Frequency (%) |
| 31 | 6 | 2.7% |
| 29 | 6 | 2.7% |
| 28 | 4 | 1.8% |
| 27 | 11 | |
| 26 | 15 | |
| 25 | 4 | 1.8% |
| 24 | 3 | 1.3% |
| 23 | 9 | |
| 22 | 14 | |
| 21 | 5 | 2.2% |
Sell Day of Week
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Friday | |
|---|---|
| Wednesday | |
| Thursday | |
| Tuesday | |
| Monday |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.2914798 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Thursday |
|---|---|
| 2nd row | Thursday |
| 3rd row | Monday |
| 4th row | Friday |
| 5th row | Monday |
Common Values
| Value | Count | Frequency (%) |
| Friday | 52 | |
| Wednesday | 49 | |
| Thursday | 47 | |
| Tuesday | 47 | |
| Monday | 28 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| friday | 52 | |
| wednesday | 49 | |
| thursday | 47 | |
| tuesday | 47 | |
| monday | 28 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 272 | |
| a | 223 | |
| y | 223 | |
| e | 145 | |
| s | 143 | |
| r | 99 | 6.1% |
| T | 94 | 5.8% |
| u | 94 | 5.8% |
| n | 77 | 4.7% |
| F | 52 | 3.2% |
| Other values (5) | 204 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1626 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 272 | |
| a | 223 | |
| y | 223 | |
| e | 145 | |
| s | 143 | |
| r | 99 | 6.1% |
| T | 94 | 5.8% |
| u | 94 | 5.8% |
| n | 77 | 4.7% |
| F | 52 | 3.2% |
| Other values (5) | 204 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1626 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 272 | |
| a | 223 | |
| y | 223 | |
| e | 145 | |
| s | 143 | |
| r | 99 | 6.1% |
| T | 94 | 5.8% |
| u | 94 | 5.8% |
| n | 77 | 4.7% |
| F | 52 | 3.2% |
| Other values (5) | 204 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1626 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 272 | |
| a | 223 | |
| y | 223 | |
| e | 145 | |
| s | 143 | |
| r | 99 | 6.1% |
| T | 94 | 5.8% |
| u | 94 | 5.8% |
| n | 77 | 4.7% |
| F | 52 | 3.2% |
| Other values (5) | 204 |
Buy Hour
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.524664 |
| Minimum | 9 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 9 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.1619293 |
|---|---|
| Coefficient of variation (CV) | 0.18759154 |
| Kurtosis | -1.2591277 |
| Mean | 11.524664 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.3560734 |
| Sum | 2570 |
| Variance | 4.6739385 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 9 | 57 | |
| 11 | 35 | |
| 15 | 35 | |
| 10 | 32 | |
| 12 | 24 | |
| 13 | 21 | 9.4% |
| 14 | 19 | 8.5% |
| Value | Count | Frequency (%) |
| 9 | 57 | |
| 10 | 32 | |
| 11 | 35 | |
| 12 | 24 | |
| 13 | 21 | 9.4% |
| 14 | 19 | 8.5% |
| 15 | 35 |
| Value | Count | Frequency (%) |
| 15 | 35 | |
| 14 | 19 | 8.5% |
| 13 | 21 | 9.4% |
| 12 | 24 | |
| 11 | 35 | |
| 10 | 32 | |
| 9 | 57 |
Buy Interval
Date
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2025-11-11 09:00:00-09:30 |
|---|---|
| Maximum | 2025-11-11 09:00:00-09:30 |
| Invalid dates | 193 |
| Invalid dates (%) | 86.5% |
Histogram with fixed size bins (bins=1)
Sell Hour
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.224215 |
| Minimum | 9 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.5 KiB |
Quantile statistics
| Minimum | 9 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 11 |
| median | 12 |
| Q3 | 14 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9599472 |
|---|---|
| Coefficient of variation (CV) | 0.16033317 |
| Kurtosis | -1.1972525 |
| Mean | 12.224215 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.067698948 |
| Sum | 2726 |
| Variance | 3.841393 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 15 | 40 | |
| 13 | 36 | |
| 11 | 34 | |
| 12 | 32 | |
| 10 | 31 | |
| 14 | 28 | |
| 9 | 22 |
| Value | Count | Frequency (%) |
| 9 | 22 | |
| 10 | 31 | |
| 11 | 34 | |
| 12 | 32 | |
| 13 | 36 | |
| 14 | 28 | |
| 15 | 40 |
| Value | Count | Frequency (%) |
| 15 | 40 | |
| 14 | 28 | |
| 13 | 36 | |
| 12 | 32 | |
| 11 | 34 | |
| 10 | 31 | |
| 9 | 22 |
Sell Interval
Date
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2025-11-11 09:00:00-09:30 |
|---|---|
| Maximum | 2025-11-11 09:00:00-09:30 |
| Invalid dates | 216 |
| Invalid dates (%) | 96.9% |
Histogram with fixed size bins (bins=1)
Buy Month-Year
Date
| Distinct | 27 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2021-11-01 00:00:00 |
|---|---|
| Maximum | 2025-06-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=27)
Sell Month-Year
Date
| Distinct | 27 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.5 KiB |
| Minimum | 2021-11-01 00:00:00 |
|---|---|
| Maximum | 2025-09-01 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=27)
Interactions
Correlations
| Buy Day | Buy Day of Week | Buy Hour | Buy Month | Buy Year | Buy price | Buy value | Industry | Quantity | Realised P&L | Remark | Sector | Sell Day | Sell Day of Week | Sell Hour | Sell Month | Sell Year | Sell price | Sell value | Symbol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Buy Day | 1.000 | 0.221 | -0.176 | 0.270 | 0.227 | 0.067 | 0.179 | 0.267 | 0.175 | -0.039 | 0.140 | 0.207 | 0.656 | 0.151 | -0.240 | 0.245 | 0.232 | 0.081 | 0.177 | 0.221 |
| Buy Day of Week | 0.221 | 1.000 | 0.163 | 0.418 | 0.136 | 0.070 | 0.103 | 0.138 | 0.057 | 0.186 | 0.107 | 0.062 | 0.160 | 0.617 | 0.107 | 0.204 | 0.064 | 0.047 | 0.129 | 0.174 |
| Buy Hour | -0.176 | 0.163 | 1.000 | 0.220 | 0.152 | -0.141 | -0.099 | 0.303 | -0.021 | -0.034 | 0.301 | 0.221 | 0.021 | 0.189 | 0.246 | 0.216 | 0.157 | -0.161 | -0.116 | 0.291 |
| Buy Month | 0.270 | 0.418 | 0.220 | 1.000 | 0.497 | 0.286 | 0.279 | 0.365 | 0.112 | 0.126 | 0.216 | 0.238 | 0.252 | 0.189 | 0.231 | 0.693 | 0.498 | 0.307 | 0.278 | 0.417 |
| Buy Year | 0.227 | 0.136 | 0.152 | 0.497 | 1.000 | 0.371 | 0.302 | 0.428 | 0.158 | 0.097 | 0.137 | 0.302 | 0.262 | 0.169 | 0.244 | 0.506 | 0.883 | 0.275 | 0.305 | 0.487 |
| Buy price | 0.067 | 0.070 | -0.141 | 0.286 | 0.371 | 1.000 | 0.697 | 0.502 | -0.201 | -0.300 | 0.179 | 0.439 | 0.070 | 0.117 | -0.122 | 0.331 | 0.351 | 0.973 | 0.668 | 0.535 |
| Buy value | 0.179 | 0.103 | -0.099 | 0.279 | 0.302 | 0.697 | 1.000 | 0.254 | 0.514 | -0.207 | 0.196 | 0.184 | 0.118 | 0.096 | -0.130 | 0.243 | 0.237 | 0.674 | 0.986 | 0.306 |
| Industry | 0.267 | 0.138 | 0.303 | 0.365 | 0.428 | 0.502 | 0.254 | 1.000 | 0.000 | 0.000 | 0.254 | 0.759 | 0.264 | 0.221 | 0.274 | 0.335 | 0.453 | 0.533 | 0.255 | 0.830 |
| Quantity | 0.175 | 0.057 | -0.021 | 0.112 | 0.158 | -0.201 | 0.514 | 0.000 | 1.000 | 0.011 | 0.400 | 0.143 | 0.085 | 0.000 | -0.051 | 0.000 | 0.117 | -0.213 | 0.528 | 0.000 |
| Realised P&L | -0.039 | 0.186 | -0.034 | 0.126 | 0.097 | -0.300 | -0.207 | 0.000 | 0.011 | 1.000 | 0.618 | 0.190 | -0.026 | 0.000 | -0.029 | 0.336 | 0.252 | -0.212 | -0.139 | 0.000 |
| Remark | 0.140 | 0.107 | 0.301 | 0.216 | 0.137 | 0.179 | 0.196 | 0.254 | 0.400 | 0.618 | 1.000 | 0.195 | 0.254 | 0.056 | 0.146 | 0.393 | 0.196 | 0.217 | 0.314 | 0.281 |
| Sector | 0.207 | 0.062 | 0.221 | 0.238 | 0.302 | 0.439 | 0.184 | 0.759 | 0.143 | 0.190 | 0.195 | 1.000 | 0.196 | 0.118 | 0.186 | 0.228 | 0.271 | 0.412 | 0.226 | 0.628 |
| Sell Day | 0.656 | 0.160 | 0.021 | 0.252 | 0.262 | 0.070 | 0.118 | 0.264 | 0.085 | -0.026 | 0.254 | 0.196 | 1.000 | 0.224 | -0.049 | 0.315 | 0.215 | 0.055 | 0.114 | 0.258 |
| Sell Day of Week | 0.151 | 0.617 | 0.189 | 0.189 | 0.169 | 0.117 | 0.096 | 0.221 | 0.000 | 0.000 | 0.056 | 0.118 | 0.224 | 1.000 | 0.210 | 0.295 | 0.201 | 0.084 | 0.128 | 0.216 |
| Sell Hour | -0.240 | 0.107 | 0.246 | 0.231 | 0.244 | -0.122 | -0.130 | 0.274 | -0.051 | -0.029 | 0.146 | 0.186 | -0.049 | 0.210 | 1.000 | 0.268 | 0.265 | -0.145 | -0.138 | 0.267 |
| Sell Month | 0.245 | 0.204 | 0.216 | 0.693 | 0.506 | 0.331 | 0.243 | 0.335 | 0.000 | 0.336 | 0.393 | 0.228 | 0.315 | 0.295 | 0.268 | 1.000 | 0.546 | 0.383 | 0.278 | 0.400 |
| Sell Year | 0.232 | 0.064 | 0.157 | 0.498 | 0.883 | 0.351 | 0.237 | 0.453 | 0.117 | 0.252 | 0.196 | 0.271 | 0.215 | 0.201 | 0.265 | 0.546 | 1.000 | 0.274 | 0.243 | 0.509 |
| Sell price | 0.081 | 0.047 | -0.161 | 0.307 | 0.275 | 0.973 | 0.674 | 0.533 | -0.213 | -0.212 | 0.217 | 0.412 | 0.055 | 0.084 | -0.145 | 0.383 | 0.274 | 1.000 | 0.677 | 0.571 |
| Sell value | 0.177 | 0.129 | -0.116 | 0.278 | 0.305 | 0.668 | 0.986 | 0.255 | 0.528 | -0.139 | 0.314 | 0.226 | 0.114 | 0.128 | -0.138 | 0.278 | 0.243 | 0.677 | 1.000 | 0.297 |
| Symbol | 0.221 | 0.174 | 0.291 | 0.417 | 0.487 | 0.535 | 0.306 | 0.830 | 0.000 | 0.000 | 0.281 | 0.628 | 0.258 | 0.216 | 0.267 | 0.400 | 0.509 | 0.571 | 0.297 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Stock name | ISIN | Quantity | Buy date | Buy price | Buy value | Sell date | Sell price | Sell value | Realised P&L | Remark | Buy Time | Sell Time | Symbol | Sector | Industry | Buy Year | Buy Month | Buy Day | Buy Day of Week | Sell Year | Sell Month | Sell Day | Sell Day of Week | Buy Hour | Buy Interval | Sell Hour | Sell Interval | Buy Month-Year | Sell Month-Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ONE 97 COMMUNICATIONS LTD | INE982J01020 | 1 | 2021-11-25 | 1833.55 | 1833.55 | 2021-11-25 | 1823.00 | 1823.00 | -10.55 | Intraday trade | 09:23:00 | 09:27:00 | PAYTM | Technology | Software - Infrastructure | 2021 | Nov | 25 | Thursday | 2021 | Nov | 25 | Thursday | 9 | 09:00-09:30 | 9 | 09:00-09:30 | Nov-2021 | Nov-2021 |
| 1 | INDIAN OIL CORP LTD | INE242A01010 | 10 | 2022-05-30 | 114.40 | 1144.00 | 2023-05-18 | 86.85 | 868.50 | -275.50 | Delivery Trade | 10:29:00 | 11:48:00 | IOC | Energy | Oil & Gas Refining & Marketing | 2022 | May | 30 | Monday | 2023 | May | 18 | Thursday | 10 | 10:00-10:30 | 11 | 11:30-12:00 | May-2022 | May-2023 |
| 2 | COAL INDIA LTD | INE522F01014 | 1 | 2022-06-02 | 195.50 | 195.50 | 2022-08-08 | 215.00 | 215.00 | 19.50 | Delivery Trade | 09:34:00 | 13:54:00 | COALINDIA | Energy | Thermal Coal | 2022 | Jun | 2 | Thursday | 2022 | Aug | 8 | Monday | 9 | 09:30-10:00 | 13 | 13:30-14:00 | Jun-2022 | Aug-2022 |
| 3 | ETERNAL LIMITED | INE758T01015 | 1 | 2022-06-03 | 72.45 | 72.45 | 2022-06-03 | 72.60 | 72.60 | 0.15 | Intraday trade | 13:12:00 | 13:07:00 | Others | Consumer Cyclical | Others | 2022 | Jun | 3 | Friday | 2022 | Jun | 3 | Friday | 13 | 13:00-13:30 | 13 | 13:00-13:30 | Jun-2022 | Jun-2022 |
| 4 | COAL INDIA LTD | INE522F01014 | 1 | 2022-06-03 | 196.50 | 196.50 | 2022-08-08 | 215.00 | 215.00 | 18.50 | Delivery Trade | 10:32:00 | 13:54:00 | COALINDIA | Energy | Thermal Coal | 2022 | Jun | 3 | Friday | 2022 | Aug | 8 | Monday | 10 | 10:30-11:00 | 13 | 13:30-14:00 | Jun-2022 | Aug-2022 |
| 5 | INDUSIND BANK LIMITED | INE095A01012 | 5 | 2022-06-08 | 921.50 | 4607.50 | 2022-08-05 | 1036.45 | 5182.25 | 574.75 | Delivery Trade | 10:13:00 | 15:23:00 | INDUSINDBK | Financial Services | Banks - Regional | 2022 | Jun | 8 | Wednesday | 2022 | Aug | 5 | Friday | 10 | 10:00-10:30 | 15 | 15:00-15:30 | Jun-2022 | Aug-2022 |
| 6 | COAL INDIA LTD | INE522F01014 | 5 | 2022-06-09 | 198.65 | 993.25 | 2022-06-09 | 200.05 | 1000.25 | 7.00 | Intraday trade | 15:11:00 | 10:24:00 | COALINDIA | Energy | Thermal Coal | 2022 | Jun | 9 | Thursday | 2022 | Jun | 9 | Thursday | 15 | 15:00-15:30 | 10 | 10:00-10:30 | Jun-2022 | Jun-2022 |
| 7 | INDUSIND BANK LIMITED | INE095A01012 | 2 | 2022-06-14 | 861.50 | 1723.00 | 2022-06-14 | 857.65 | 1715.30 | -7.70 | Intraday trade | 10:34:00 | 10:41:00 | INDUSINDBK | Financial Services | Banks - Regional | 2022 | Jun | 14 | Tuesday | 2022 | Jun | 14 | Tuesday | 10 | 10:30-11:00 | 10 | 10:30-11:00 | Jun-2022 | Jun-2022 |
| 8 | INDUSIND BANK LIMITED | INE095A01012 | 3 | 2022-06-14 | 855.00 | 2565.00 | 2022-06-14 | 857.65 | 2572.95 | 7.95 | Intraday trade | 10:34:00 | 10:41:00 | INDUSINDBK | Financial Services | Banks - Regional | 2022 | Jun | 14 | Tuesday | 2022 | Jun | 14 | Tuesday | 10 | 10:30-11:00 | 10 | 10:30-11:00 | Jun-2022 | Jun-2022 |
| 9 | COAL INDIA LTD | INE522F01014 | 5 | 2022-06-14 | 192.50 | 962.50 | 2022-06-14 | 192.40 | 962.00 | -0.50 | Intraday trade | 09:17:00 | 10:51:00 | COALINDIA | Energy | Thermal Coal | 2022 | Jun | 14 | Tuesday | 2022 | Jun | 14 | Tuesday | 9 | 09:00-09:30 | 10 | 10:30-11:00 | Jun-2022 | Jun-2022 |
| Stock name | ISIN | Quantity | Buy date | Buy price | Buy value | Sell date | Sell price | Sell value | Realised P&L | Remark | Buy Time | Sell Time | Symbol | Sector | Industry | Buy Year | Buy Month | Buy Day | Buy Day of Week | Sell Year | Sell Month | Sell Day | Sell Day of Week | Buy Hour | Buy Interval | Sell Hour | Sell Interval | Buy Month-Year | Sell Month-Year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 214 | NTPC LTD | INE733E01010 | 5 | 2024-09-23 | 429.70 | 2148.50 | 2024-11-28 | 362.30 | 1811.50 | -337.00 | Delivery Trade | 10:42:00 | 14:16:00 | Others | Utilities | Utilities - Regulated Electric | 2024 | Sep | 23 | Monday | 2024 | Nov | 28 | Thursday | 10 | 10:30-11:00 | 14 | 14:00-14:30 | Sep-2024 | Nov-2024 |
| 215 | GLENMARK PHARMACEUTICALS | INE935A01035 | 5 | 2024-09-27 | 1689.40 | 8447.00 | 2024-09-27 | 1687.65 | 8438.25 | -8.75 | Intraday trade | 11:53:00 | 12:20:00 | Others | Healthcare | Drug Manufacturers - Specialty & Generic | 2024 | Sep | 27 | Friday | 2024 | Sep | 27 | Friday | 11 | 11:30-12:00 | 12 | 12:00-12:30 | Sep-2024 | Sep-2024 |
| 216 | NTPC GREEN ENERGY LIMITED | INE0ONG01011 | 100 | 2024-11-26 | 108.00 | 10800.00 | 2024-11-29 | 126.76 | 12676.00 | 1876.00 | New shares credit from IPO | 15:30:00 | 11:56:00 | Others | Utilities | Others | 2024 | Nov | 26 | Tuesday | 2024 | Nov | 29 | Friday | 15 | 15:00-15:30 | 11 | 11:30-12:00 | Nov-2024 | Nov-2024 |
| 217 | NTPC GREEN ENERGY LIMITED | INE0ONG01011 | 38 | 2024-11-26 | 108.00 | 4104.00 | 2024-11-29 | 126.35 | 4801.30 | 697.30 | New shares credit from IPO | 15:30:00 | 11:56:00 | Others | Utilities | Others | 2024 | Nov | 26 | Tuesday | 2024 | Nov | 29 | Friday | 15 | 15:00-15:30 | 11 | 11:30-12:00 | Nov-2024 | Nov-2024 |
| 218 | REDINGTON LIMITED | INE891D01026 | 20 | 2025-02-13 | 243.90 | 4878.00 | 2025-08-18 | 237.75 | 4755.00 | -123.00 | Delivery Trade | 14:43:00 | 10:43:00 | Others | Technology | Others | 2025 | Feb | 13 | Thursday | 2025 | Aug | 18 | Monday | 14 | 14:30-15:00 | 10 | 10:30-11:00 | Feb-2025 | Aug-2025 |
| 219 | POWER FIN CORP LTD. | INE134E01011 | 25 | 2025-03-24 | 424.30 | 10607.50 | 2025-06-03 | 406.05 | 10151.25 | -456.25 | Delivery Trade | 15:05:00 | 12:26:00 | Others | Financial Services | Credit Services | 2025 | Mar | 24 | Monday | 2025 | Jun | 3 | Tuesday | 15 | 15:00-15:30 | 12 | 12:00-12:30 | Mar-2025 | Jun-2025 |
| 220 | MIRAEAMC - MAFSETF | INF769K01HI8 | 50 | 2025-03-24 | 25.75 | 1287.50 | 2025-08-18 | 27.64 | 1382.00 | 94.50 | Delivery Trade | 15:21:00 | 10:46:00 | Others | Others | Others | 2025 | Mar | 24 | Monday | 2025 | Aug | 18 | Monday | 15 | 15:00-15:30 | 10 | 10:30-11:00 | Mar-2025 | Aug-2025 |
| 221 | BLACK BOX LIMITED | INE676A01027 | 25 | 2025-03-24 | 370.65 | 9266.25 | 2025-09-17 | 489.45 | 12236.25 | 2970.00 | Delivery Trade | 15:24:00 | 15:11:00 | Others | Technology | Others | 2025 | Mar | 24 | Monday | 2025 | Sep | 17 | Wednesday | 15 | 15:00-15:30 | 15 | 15:00-15:30 | Mar-2025 | Sep-2025 |
| 222 | KPI GREEN ENERGY LIMITED | INE542W01025 | 10 | 2025-06-11 | 539.23 | 5392.30 | 2025-08-18 | 523.35 | 5233.50 | -158.80 | Delivery Trade | 12:31:00 | 10:39:00 | Others | Utilities | Others | 2025 | Jun | 11 | Wednesday | 2025 | Aug | 18 | Monday | 12 | 12:30-13:00 | 10 | 10:30-11:00 | Jun-2025 | Aug-2025 |
| 223 | BHARAT PETROLEUM CORP LT | INE029A01011 | 14 | 2025-06-11 | 333.45 | 4668.30 | 2025-08-18 | 315.10 | 4411.40 | -256.90 | Delivery Trade | 12:33:00 | 10:44:00 | Others | Energy | Oil & Gas Refining & Marketing | 2025 | Jun | 11 | Wednesday | 2025 | Aug | 18 | Monday | 12 | 12:30-13:00 | 10 | 10:30-11:00 | Jun-2025 | Aug-2025 |